Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams.
Szymon WojciechowskiGermán González-AlmagroSalvador GarcíaMichal WozniakPublished in: HAIS (2022)
Keyphrases
- k means
- constrained clustering
- data clustering
- data streams
- clustering method
- learning algorithm
- hierarchical clustering
- spectral clustering
- expectation maximization
- detection algorithm
- clustering algorithm
- unsupervised learning
- np hard
- benchmark datasets
- cluster analysis
- search space
- feature space
- unsupervised clustering
- duplicate detection
- data sets